Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 26555 |
| Missing cells | 235 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.5 MiB |
| Average record size in memory | 294.9 B |
Variable types
| NUM | 21 |
|---|---|
| CAT | 3 |
id has a high cardinality: 113 distinct values | High cardinality |
yrs is highly correlated with mos and 1 other fields | High correlation |
mos is highly correlated with yrs and 1 other fields | High correlation |
age is highly correlated with mos and 1 other fields | High correlation |
id is uniformly distributed | Uniform |
Avg_deg has 4700 (17.7%) zeros | Zeros |
Reproduction
| Analysis started | 2020-10-22 09:47:47.969366 |
|---|---|
| Analysis finished | 2020-10-22 09:48:46.282988 |
| Duration | 58.31 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 113 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 207.6 KiB |
| 132_9a | 235 |
|---|---|
| 431_15a | 235 |
| 516_17a | 235 |
| 123_9a | 235 |
| 317_13a | 235 |
| Other values (108) |
| Value | Count | Frequency (%) | |
| 132_9a | 235 | 0.9% | |
| 431_15a | 235 | 0.9% | |
| 516_17a | 235 | 0.9% | |
| 123_9a | 235 | 0.9% | |
| 317_13a | 235 | 0.9% | |
| 125_9a | 235 | 0.9% | |
| 324_13a | 235 | 0.9% | |
| 225_11a | 235 | 0.9% | |
| 209_11a | 235 | 0.9% | |
| 110_9a | 235 | 0.9% | |
| 408_15a | 235 | 0.9% | |
| 131_9a | 235 | 0.9% | |
| 216_11a | 235 | 0.9% | |
| 335_13a | 235 | 0.9% | |
| 522_17a | 235 | 0.9% | |
| 224_11a | 235 | 0.9% | |
| 518_17a | 235 | 0.9% | |
| 121_9a | 235 | 0.9% | |
| 129_9a | 235 | 0.9% | |
| 428_15a | 235 | 0.9% | |
| 228_11a | 235 | 0.9% | |
| 512_17a | 235 | 0.9% | |
| 207_11a | 235 | 0.9% | |
| 525_17a | 235 | 0.9% | |
| 319_13a | 235 | 0.9% | |
| Other values (88) | 20680 | 77.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.831858407 |
| Min length | 6 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1 | 44415 | 24.5% | |
| _ | 26555 | 14.6% | |
| a | 26555 | 14.6% | |
| 2 | 19740 | 10.9% | |
| 3 | 17625 | 9.7% | |
| 5 | 11045 | 6.1% | |
| 0 | 8460 | 4.7% | |
| 7 | 7755 | 4.3% | |
| 9 | 7285 | 4.0% | |
| 4 | 6345 | 3.5% | |
| 6 | 3055 | 1.7% | |
| 8 | 2585 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 128310 | 70.7% | |
| Connector Punctuation | 26555 | 14.6% | |
| Lowercase Letter | 26555 | 14.6% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 44415 | 34.6% | |
| 2 | 19740 | 15.4% | |
| 3 | 17625 | 13.7% | |
| 5 | 11045 | 8.6% | |
| 0 | 8460 | 6.6% | |
| 7 | 7755 | 6.0% | |
| 9 | 7285 | 5.7% | |
| 4 | 6345 | 4.9% | |
| 6 | 3055 | 2.4% | |
| 8 | 2585 | 2.0% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 26555 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 26555 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 154865 | 85.4% | |
| Latin | 26555 | 14.6% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1 | 44415 | 28.7% | |
| _ | 26555 | 17.1% | |
| 2 | 19740 | 12.7% | |
| 3 | 17625 | 11.4% | |
| 5 | 11045 | 7.1% | |
| 0 | 8460 | 5.5% | |
| 7 | 7755 | 5.0% | |
| 9 | 7285 | 4.7% | |
| 4 | 6345 | 4.1% | |
| 6 | 3055 | 2.0% | |
| 8 | 2585 | 1.7% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 26555 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 181420 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1 | 44415 | 24.5% | |
| _ | 26555 | 14.6% | |
| a | 26555 | 14.6% | |
| 2 | 19740 | 10.9% | |
| 3 | 17625 | 9.7% | |
| 5 | 11045 | 6.1% | |
| 0 | 8460 | 4.7% | |
| 7 | 7755 | 4.3% | |
| 9 | 7285 | 4.0% | |
| 4 | 6345 | 3.5% | |
| 6 | 3055 | 1.7% | |
| 8 | 2585 | 1.4% |
sex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 207.6 KiB |
| female | |
|---|---|
| male |
| Value | Count | Frequency (%) | |
| female | 14570 | 54.9% | |
| male | 11985 | 45.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.097345133 |
| Min length | 4 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 41125 | 30.4% | |
| m | 26555 | 19.6% | |
| a | 26555 | 19.6% | |
| l | 26555 | 19.6% | |
| f | 14570 | 10.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 135360 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 41125 | 30.4% | |
| m | 26555 | 19.6% | |
| a | 26555 | 19.6% | |
| l | 26555 | 19.6% | |
| f | 14570 | 10.8% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 135360 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 41125 | 30.4% | |
| m | 26555 | 19.6% | |
| a | 26555 | 19.6% | |
| l | 26555 | 19.6% | |
| f | 14570 | 10.8% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 135360 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 41125 | 30.4% | |
| m | 26555 | 19.6% | |
| a | 26555 | 19.6% | |
| l | 26555 | 19.6% | |
| f | 14570 | 10.8% |
| Distinct | 70 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 156.9853982 |
|---|---|
| Minimum | 109.5 |
| Maximum | 207.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 109.5 |
|---|---|
| 5-th percentile | 110.1 |
| Q1 | 134.18 |
| median | 158.3 |
| Q3 | 183 |
| 95-th percentile | 207 |
| Maximum | 207.7 |
| Range | 98.2 |
| Interquartile range (IQR) | 48.82 |
Descriptive statistics
| Standard deviation | 32.4622853 |
|---|---|
| Coefficient of variation (CV) | 0.2067853805 |
| Kurtosis | -1.142946633 |
| Mean | 156.9853982 |
| Median Absolute Deviation (MAD) | 24.5 |
| Skewness | 0.1518553015 |
| Sum | 4168747.25 |
| Variance | 1053.799967 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 158.9 | 1410 | 5.3% | |
| 134.7 | 1175 | 4.4% | |
| 158.5 | 940 | 3.5% | |
| 158.3 | 940 | 3.5% | |
| 134.8 | 705 | 2.7% | |
| 110.5 | 705 | 2.7% | |
| 183.1 | 705 | 2.7% | |
| 183 | 705 | 2.7% | |
| 206 | 470 | 1.8% | |
| 134.02 | 470 | 1.8% | |
| 206.6 | 470 | 1.8% | |
| 134.61 | 470 | 1.8% | |
| 109.5 | 470 | 1.8% | |
| 110.3 | 470 | 1.8% | |
| 110.2 | 470 | 1.8% | |
| 158.8 | 470 | 1.8% | |
| 206.7 | 470 | 1.8% | |
| 134.5 | 470 | 1.8% | |
| 206.8 | 470 | 1.8% | |
| 157.4 | 470 | 1.8% | |
| 182.6 | 470 | 1.8% | |
| 158.4 | 470 | 1.8% | |
| 109.7 | 470 | 1.8% | |
| 183.3 | 470 | 1.8% | |
| 110.4 | 470 | 1.8% | |
| Other values (45) | 11280 | 42.5% |
| Value | Count | Frequency (%) | |
| 109.5 | 470 | 1.8% | |
| 109.7 | 470 | 1.8% | |
| 109.9 | 235 | 0.9% | |
| 110.1 | 235 | 0.9% | |
| 110.2 | 470 | 1.8% | |
| 110.3 | 470 | 1.8% | |
| 110.4 | 470 | 1.8% | |
| 110.5 | 705 | 2.7% | |
| 110.6 | 470 | 1.8% | |
| 110.7 | 235 | 0.9% |
| Value | Count | Frequency (%) | |
| 207.7 | 470 | 1.8% | |
| 207.4 | 235 | 0.9% | |
| 207.1 | 235 | 0.9% | |
| 207.07 | 235 | 0.9% | |
| 207 | 235 | 0.9% | |
| 206.8 | 470 | 1.8% | |
| 206.71 | 235 | 0.9% | |
| 206.7 | 470 | 1.8% | |
| 206.6 | 470 | 1.8% | |
| 206.5 | 235 | 0.9% |
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 235 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.019375 |
|---|---|
| Minimum | 9.07 |
| Maximum | 17.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 9.07 |
|---|---|
| 5-th percentile | 9.12 |
| Q1 | 11.125 |
| median | 13.115 |
| Q3 | 15.165 |
| 95-th percentile | 17.14 |
| Maximum | 17.2 |
| Range | 8.13 |
| Interquartile range (IQR) | 4.04 |
Descriptive statistics
| Standard deviation | 2.694338554 |
|---|---|
| Coefficient of variation (CV) | 0.2069483792 |
| Kurtosis | -1.148635777 |
| Mean | 13.019375 |
| Median Absolute Deviation (MAD) | 2.02 |
| Skewness | 0.1362009361 |
| Sum | 342669.95 |
| Variance | 7.259460246 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 11.16 | 1880 | 7.1% | |
| 13.16 | 1645 | 6.2% | |
| 13.11 | 1175 | 4.4% | |
| 13.13 | 940 | 3.5% | |
| 11.15 | 705 | 2.7% | |
| 15.2 | 705 | 2.7% | |
| 11.1 | 705 | 2.7% | |
| 17.12 | 705 | 2.7% | |
| 17.11 | 705 | 2.7% | |
| 15.16 | 705 | 2.7% | |
| 9.14 | 705 | 2.7% | |
| 15.18 | 705 | 2.7% | |
| 9.16 | 705 | 2.7% | |
| 11.13 | 705 | 2.7% | |
| 15.1 | 705 | 2.7% | |
| 9.13 | 705 | 2.7% | |
| 13.03 | 470 | 1.8% | |
| 17.07 | 470 | 1.8% | |
| 11.01 | 470 | 1.8% | |
| 13.12 | 470 | 1.8% | |
| 13.09 | 470 | 1.8% | |
| 17.15 | 470 | 1.8% | |
| 9.07 | 470 | 1.8% | |
| 17.2 | 470 | 1.8% | |
| 17.13 | 470 | 1.8% | |
| Other values (31) | 7990 | 30.1% |
| Value | Count | Frequency (%) | |
| 9.07 | 470 | 1.8% | |
| 9.08 | 235 | 0.9% | |
| 9.09 | 235 | 0.9% | |
| 9.1 | 235 | 0.9% | |
| 9.12 | 235 | 0.9% | |
| 9.13 | 705 | 2.7% | |
| 9.14 | 705 | 2.7% | |
| 9.15 | 470 | 1.8% | |
| 9.16 | 705 | 2.7% | |
| 9.17 | 235 | 0.9% |
| Value | Count | Frequency (%) | |
| 17.2 | 470 | 1.8% | |
| 17.18 | 235 | 0.9% | |
| 17.15 | 470 | 1.8% | |
| 17.14 | 235 | 0.9% | |
| 17.13 | 470 | 1.8% | |
| 17.12 | 705 | 2.7% | |
| 17.11 | 705 | 2.7% | |
| 17.08 | 235 | 0.9% | |
| 17.07 | 470 | 1.8% | |
| 17.06 | 235 | 0.9% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.87610619 |
|---|---|
| Minimum | 9 |
| Maximum | 17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 11 |
| median | 13 |
| Q3 | 15 |
| 95-th percentile | 17 |
| Maximum | 17 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.691014714 |
|---|---|
| Coefficient of variation (CV) | 0.2089928954 |
| Kurtosis | -1.134213442 |
| Mean | 12.87610619 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.156394398 |
| Sum | 341925 |
| Variance | 7.241560194 |
| Monotocity | Increasing |
| Value | Count | Frequency (%) | |
| 13 | 6580 | 24.8% | |
| 11 | 6580 | 24.8% | |
| 17 | 4935 | 18.6% | |
| 9 | 4465 | 16.8% | |
| 15 | 3995 | 15.0% |
| Value | Count | Frequency (%) | |
| 9 | 4465 | 16.8% | |
| 11 | 6580 | 24.8% | |
| 13 | 6580 | 24.8% | |
| 15 | 3995 | 15.0% | |
| 17 | 4935 | 18.6% |
| Value | Count | Frequency (%) | |
| 17 | 4935 | 18.6% | |
| 15 | 3995 | 15.0% | |
| 13 | 6580 | 24.8% | |
| 11 | 6580 | 24.8% | |
| 9 | 4465 | 16.8% |
label_enc
Real number (ℝ≥0)
| Distinct | 235 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 117 |
|---|---|
| Minimum | 0 |
| Maximum | 234 |
| Zeros | 113 |
| Zeros (%) | 0.4% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 58 |
| median | 117 |
| Q3 | 176 |
| 95-th percentile | 223 |
| Maximum | 234 |
| Range | 234 |
| Interquartile range (IQR) | 118 |
Descriptive statistics
| Standard deviation | 67.83931977 |
|---|---|
| Coefficient of variation (CV) | 0.5798232459 |
| Kurtosis | -1.200043464 |
| Mean | 117 |
| Median Absolute Deviation (MAD) | 59 |
| Skewness | 0 |
| Sum | 3106935 |
| Variance | 4602.173307 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 223 | 113 | 0.4% | |
| 212 | 113 | 0.4% | |
| 165 | 113 | 0.4% | |
| 149 | 113 | 0.4% | |
| 133 | 113 | 0.4% | |
| 117 | 113 | 0.4% | |
| 101 | 113 | 0.4% | |
| 85 | 113 | 0.4% | |
| 69 | 113 | 0.4% | |
| 53 | 113 | 0.4% | |
| 37 | 113 | 0.4% | |
| 21 | 113 | 0.4% | |
| 5 | 113 | 0.4% | |
| 228 | 113 | 0.4% | |
| 196 | 113 | 0.4% | |
| 211 | 113 | 0.4% | |
| 180 | 113 | 0.4% | |
| 164 | 113 | 0.4% | |
| 148 | 113 | 0.4% | |
| 132 | 113 | 0.4% | |
| 116 | 113 | 0.4% | |
| 100 | 113 | 0.4% | |
| 84 | 113 | 0.4% | |
| 68 | 113 | 0.4% | |
| 52 | 113 | 0.4% | |
| Other values (210) | 23730 | 89.4% |
| Value | Count | Frequency (%) | |
| 0 | 113 | 0.4% | |
| 1 | 113 | 0.4% | |
| 2 | 113 | 0.4% | |
| 3 | 113 | 0.4% | |
| 4 | 113 | 0.4% | |
| 5 | 113 | 0.4% | |
| 6 | 113 | 0.4% | |
| 7 | 113 | 0.4% | |
| 8 | 113 | 0.4% | |
| 9 | 113 | 0.4% |
| Value | Count | Frequency (%) | |
| 234 | 113 | 0.4% | |
| 233 | 113 | 0.4% | |
| 232 | 113 | 0.4% | |
| 231 | 113 | 0.4% | |
| 230 | 113 | 0.4% | |
| 229 | 113 | 0.4% | |
| 228 | 113 | 0.4% | |
| 227 | 113 | 0.4% | |
| 226 | 113 | 0.4% | |
| 225 | 113 | 0.4% |
| Distinct | 21856 |
|---|---|
| Distinct (%) | 82.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.1013034 |
|---|---|
| Minimum | 0 |
| Maximum | 129.577232 |
| Zeros | 4700 |
| Zeros (%) | 17.7% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 94.50483566 |
| median | 96.64390791 |
| Q3 | 98.34064402 |
| 95-th percentile | 101.1586301 |
| Maximum | 129.577232 |
| Range | 129.577232 |
| Interquartile range (IQR) | 3.835808359 |
Descriptive statistics
| Standard deviation | 37.22828293 |
|---|---|
| Coefficient of variation (CV) | 0.4647650082 |
| Kurtosis | 0.8380526271 |
| Mean | 80.1013034 |
| Median Absolute Deviation (MAD) | 1.879825482 |
| Skewness | -1.675375517 |
| Sum | 2127090.112 |
| Variance | 1385.94505 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 4700 | 17.7% | |
| 98.02807267 | 1 | < 0.1% | |
| 101.3028371 | 1 | < 0.1% | |
| 98.40272353 | 1 | < 0.1% | |
| 96.64134685 | 1 | < 0.1% | |
| 96.00512979 | 1 | < 0.1% | |
| 95.22464442 | 1 | < 0.1% | |
| 96.9805213 | 1 | < 0.1% | |
| 95.5566407 | 1 | < 0.1% | |
| 96.8407416 | 1 | < 0.1% | |
| 100.740117 | 1 | < 0.1% | |
| 98.77353378 | 1 | < 0.1% | |
| 97.37783 | 1 | < 0.1% | |
| 94.65500639 | 1 | < 0.1% | |
| 97.15026935 | 1 | < 0.1% | |
| 101.1045474 | 1 | < 0.1% | |
| 96.18300196 | 1 | < 0.1% | |
| 95.34538999 | 1 | < 0.1% | |
| 95.43220234 | 1 | < 0.1% | |
| 93.79400793 | 1 | < 0.1% | |
| 98.45646872 | 1 | < 0.1% | |
| 97.18792748 | 1 | < 0.1% | |
| 97.61132526 | 1 | < 0.1% | |
| 94.45236316 | 1 | < 0.1% | |
| 97.76378451 | 1 | < 0.1% | |
| Other values (21831) | 21831 | 82.2% |
| Value | Count | Frequency (%) | |
| 0 | 4700 | 17.7% | |
| 80.06878124 | 1 | < 0.1% | |
| 80.28566417 | 1 | < 0.1% | |
| 80.32983664 | 1 | < 0.1% | |
| 80.37186971 | 1 | < 0.1% | |
| 81.09776073 | 1 | < 0.1% | |
| 81.26987034 | 1 | < 0.1% | |
| 81.31786106 | 1 | < 0.1% | |
| 81.49130709 | 1 | < 0.1% | |
| 81.67409312 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 129.577232 | 1 | < 0.1% | |
| 125.589607 | 1 | < 0.1% | |
| 124.5453838 | 1 | < 0.1% | |
| 124.4785522 | 1 | < 0.1% | |
| 123.8325608 | 1 | < 0.1% | |
| 123.3675303 | 1 | < 0.1% | |
| 122.9907888 | 1 | < 0.1% | |
| 121.6906274 | 1 | < 0.1% | |
| 121.6498703 | 1 | < 0.1% | |
| 121.647116 | 1 | < 0.1% |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.2 KiB |
| female | |
|---|---|
| male |
| Value | Count | Frequency (%) | |
| female | 14335 | 54.0% | |
| male | 12220 | 46.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.079646018 |
| Min length | 4 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 40890 | 30.3% | |
| m | 26555 | 19.7% | |
| a | 26555 | 19.7% | |
| l | 26555 | 19.7% | |
| f | 14335 | 10.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 134890 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 40890 | 30.3% | |
| m | 26555 | 19.7% | |
| a | 26555 | 19.7% | |
| l | 26555 | 19.7% | |
| f | 14335 | 10.6% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 134890 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 40890 | 30.3% | |
| m | 26555 | 19.7% | |
| a | 26555 | 19.7% | |
| l | 26555 | 19.7% | |
| f | 14335 | 10.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 134890 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 40890 | 30.3% | |
| m | 26555 | 19.7% | |
| a | 26555 | 19.7% | |
| l | 26555 | 19.7% | |
| f | 14335 | 10.6% |
peermindset
Real number (ℝ≥0)
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.230088496 |
|---|---|
| Minimum | 1 |
| Maximum | 4.583333333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.166666667 |
| Q1 | 1.75 |
| median | 2.166666667 |
| Q3 | 2.583333333 |
| 95-th percentile | 3.416666667 |
| Maximum | 4.583333333 |
| Range | 3.583333333 |
| Interquartile range (IQR) | 0.8333333333 |
Descriptive statistics
| Standard deviation | 0.6907896436 |
|---|---|
| Coefficient of variation (CV) | 0.3097588481 |
| Kurtosis | 0.6378849792 |
| Mean | 2.230088496 |
| Median Absolute Deviation (MAD) | 0.4166666667 |
| Skewness | 0.5726343017 |
| Sum | 59220 |
| Variance | 0.4771903318 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2.166666667 | 2350 | 8.8% | |
| 2.25 | 1880 | 7.1% | |
| 2.416666667 | 1880 | 7.1% | |
| 2 | 1410 | 5.3% | |
| 2.333333333 | 1175 | 4.4% | |
| 2.666666667 | 1175 | 4.4% | |
| 1.916666667 | 1175 | 4.4% | |
| 1.583333333 | 1175 | 4.4% | |
| 2.75 | 940 | 3.5% | |
| 1 | 940 | 3.5% | |
| 1.25 | 940 | 3.5% | |
| 2.5 | 940 | 3.5% | |
| 2.083333333 | 940 | 3.5% | |
| 1.416666667 | 940 | 3.5% | |
| 2.833333333 | 705 | 2.7% | |
| 1.833333333 | 705 | 2.7% | |
| 1.333333333 | 705 | 2.7% | |
| 3.25 | 705 | 2.7% | |
| 1.666666667 | 705 | 2.7% | |
| 2.583333333 | 705 | 2.7% | |
| 3.416666667 | 705 | 2.7% | |
| 1.75 | 470 | 1.8% | |
| 3 | 470 | 1.8% | |
| 1.5 | 470 | 1.8% | |
| 1.166666667 | 235 | 0.9% | |
| Other values (9) | 2115 | 8.0% |
| Value | Count | Frequency (%) | |
| 1 | 940 | 3.5% | |
| 1.083333333 | 235 | 0.9% | |
| 1.166666667 | 235 | 0.9% | |
| 1.25 | 940 | 3.5% | |
| 1.333333333 | 705 | 2.7% | |
| 1.416666667 | 940 | 3.5% | |
| 1.5 | 470 | 1.8% | |
| 1.583333333 | 1175 | 4.4% | |
| 1.666666667 | 705 | 2.7% | |
| 1.75 | 470 | 1.8% |
| Value | Count | Frequency (%) | |
| 4.583333333 | 235 | 0.9% | |
| 4.166666667 | 235 | 0.9% | |
| 3.916666667 | 235 | 0.9% | |
| 3.666666667 | 235 | 0.9% | |
| 3.5 | 235 | 0.9% | |
| 3.416666667 | 705 | 2.7% | |
| 3.25 | 705 | 2.7% | |
| 3.166666667 | 235 | 0.9% | |
| 3.083333333 | 235 | 0.9% | |
| 3 | 470 | 1.8% |
persmindset
Real number (ℝ≥0)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.874041298 |
|---|---|
| Minimum | 1 |
| Maximum | 4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.333333333 |
| median | 1.833333333 |
| Q3 | 2.333333333 |
| 95-th percentile | 3.166666667 |
| Maximum | 4 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6696627843 |
|---|---|
| Coefficient of variation (CV) | 0.3573361937 |
| Kurtosis | 0.3121634165 |
| Mean | 1.874041298 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.7534230509 |
| Sum | 49765.16667 |
| Variance | 0.4484482447 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 3760 | 14.2% | |
| 2 | 3055 | 11.5% | |
| 2.333333333 | 3055 | 11.5% | |
| 1.833333333 | 2820 | 10.6% | |
| 1.666666667 | 2350 | 8.8% | |
| 1.333333333 | 2350 | 8.8% | |
| 1.5 | 2350 | 8.8% | |
| 2.666666667 | 1410 | 5.3% | |
| 1.166666667 | 1410 | 5.3% | |
| 2.5 | 940 | 3.5% | |
| 2.833333333 | 705 | 2.7% | |
| 3 | 470 | 1.8% | |
| 3.333333333 | 470 | 1.8% | |
| 3.5 | 235 | 0.9% | |
| 1.6 | 235 | 0.9% | |
| 3.833333333 | 235 | 0.9% | |
| 4 | 235 | 0.9% | |
| 3.166666667 | 235 | 0.9% | |
| 2.166666667 | 235 | 0.9% |
| Value | Count | Frequency (%) | |
| 1 | 3760 | 14.2% | |
| 1.166666667 | 1410 | 5.3% | |
| 1.333333333 | 2350 | 8.8% | |
| 1.5 | 2350 | 8.8% | |
| 1.6 | 235 | 0.9% | |
| 1.666666667 | 2350 | 8.8% | |
| 1.833333333 | 2820 | 10.6% | |
| 2 | 3055 | 11.5% | |
| 2.166666667 | 235 | 0.9% | |
| 2.333333333 | 3055 | 11.5% |
| Value | Count | Frequency (%) | |
| 4 | 235 | 0.9% | |
| 3.833333333 | 235 | 0.9% | |
| 3.5 | 235 | 0.9% | |
| 3.333333333 | 470 | 1.8% | |
| 3.166666667 | 235 | 0.9% | |
| 3 | 470 | 1.8% | |
| 2.833333333 | 705 | 2.7% | |
| 2.666666667 | 1410 | 5.3% | |
| 2.5 | 940 | 3.5% | |
| 2.333333333 | 3055 | 11.5% |
needforapproval
Real number (ℝ≥0)
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.630162242 |
|---|---|
| Minimum | 1.875 |
| Maximum | 5.375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 1.875 |
|---|---|
| 5-th percentile | 2.25 |
| Q1 | 3.125 |
| median | 3.625 |
| Q3 | 4.125 |
| 95-th percentile | 4.875 |
| Maximum | 5.375 |
| Range | 3.5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7486225382 |
|---|---|
| Coefficient of variation (CV) | 0.2062228871 |
| Kurtosis | -0.2277842296 |
| Mean | 3.630162242 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.01339772593 |
| Sum | 96398.95833 |
| Variance | 0.5604357047 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3.25 | 2820 | 10.6% | |
| 4.125 | 2350 | 8.8% | |
| 3.875 | 1880 | 7.1% | |
| 3.75 | 1645 | 6.2% | |
| 3.375 | 1645 | 6.2% | |
| 3.625 | 1410 | 5.3% | |
| 3.125 | 1410 | 5.3% | |
| 4.25 | 1410 | 5.3% | |
| 3.5 | 1410 | 5.3% | |
| 2.875 | 1410 | 5.3% | |
| 4.375 | 1410 | 5.3% | |
| 4.75 | 1175 | 4.4% | |
| 3 | 705 | 2.7% | |
| 2.25 | 705 | 2.7% | |
| 5.25 | 705 | 2.7% | |
| 2.625 | 470 | 1.8% | |
| 4 | 470 | 1.8% | |
| 4.5 | 470 | 1.8% | |
| 1.875 | 470 | 1.8% | |
| 2.75 | 470 | 1.8% | |
| 2.375 | 470 | 1.8% | |
| 4.875 | 470 | 1.8% | |
| 5.375 | 235 | 0.9% | |
| 2.833333333 | 235 | 0.9% | |
| 4.625 | 235 | 0.9% | |
| Other values (2) | 470 | 1.8% |
| Value | Count | Frequency (%) | |
| 1.875 | 470 | 1.8% | |
| 2 | 235 | 0.9% | |
| 2.25 | 705 | 2.7% | |
| 2.375 | 470 | 1.8% | |
| 2.5 | 235 | 0.9% | |
| 2.625 | 470 | 1.8% | |
| 2.75 | 470 | 1.8% | |
| 2.833333333 | 235 | 0.9% | |
| 2.875 | 1410 | 5.3% | |
| 3 | 705 | 2.7% |
| Value | Count | Frequency (%) | |
| 5.375 | 235 | 0.9% | |
| 5.25 | 705 | 2.7% | |
| 4.875 | 470 | 1.8% | |
| 4.75 | 1175 | 4.4% | |
| 4.625 | 235 | 0.9% | |
| 4.5 | 470 | 1.8% | |
| 4.375 | 1410 | 5.3% | |
| 4.25 | 1410 | 5.3% | |
| 4.125 | 2350 | 8.8% | |
| 4 | 470 | 1.8% |
needforbelonging
Real number (ℝ≥0)
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.83539823 |
|---|---|
| Minimum | 1.8 |
| Maximum | 5.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 1.8 |
|---|---|
| 5-th percentile | 2.8 |
| Q1 | 3.4 |
| median | 3.9 |
| Q3 | 4.3 |
| 95-th percentile | 4.8 |
| Maximum | 5.3 |
| Range | 3.5 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 0.6454756085 |
|---|---|
| Coefficient of variation (CV) | 0.1682942865 |
| Kurtosis | -0.03541776357 |
| Mean | 3.83539823 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | -0.2727762032 |
| Sum | 101849 |
| Variance | 0.4166387612 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 4.1 | 2350 | 8.8% | |
| 3.6 | 2115 | 8.0% | |
| 4.4 | 1880 | 7.1% | |
| 3.8 | 1645 | 6.2% | |
| 4 | 1645 | 6.2% | |
| 3.1 | 1410 | 5.3% | |
| 4.2 | 1410 | 5.3% | |
| 3.3 | 1175 | 4.4% | |
| 3.9 | 1175 | 4.4% | |
| 3.7 | 1175 | 4.4% | |
| 3.2 | 940 | 3.5% | |
| 4.6 | 940 | 3.5% | |
| 2.8 | 940 | 3.5% | |
| 3.5 | 940 | 3.5% | |
| 4.7 | 940 | 3.5% | |
| 4.3 | 940 | 3.5% | |
| 4.5 | 705 | 2.7% | |
| 3 | 705 | 2.7% | |
| 5 | 705 | 2.7% | |
| 3.4 | 470 | 1.8% | |
| 4.8 | 470 | 1.8% | |
| 2.9 | 470 | 1.8% | |
| 1.8 | 235 | 0.9% | |
| 2.6 | 235 | 0.9% | |
| 5.2 | 235 | 0.9% | |
| Other values (3) | 705 | 2.7% |
| Value | Count | Frequency (%) | |
| 1.8 | 235 | 0.9% | |
| 2.4 | 235 | 0.9% | |
| 2.5 | 235 | 0.9% | |
| 2.6 | 235 | 0.9% | |
| 2.8 | 940 | 3.5% | |
| 2.9 | 470 | 1.8% | |
| 3 | 705 | 2.7% | |
| 3.1 | 1410 | 5.3% | |
| 3.2 | 940 | 3.5% | |
| 3.3 | 1175 | 4.4% |
| Value | Count | Frequency (%) | |
| 5.3 | 235 | 0.9% | |
| 5.2 | 235 | 0.9% | |
| 5 | 705 | 2.7% | |
| 4.8 | 470 | 1.8% | |
| 4.7 | 940 | 3.5% | |
| 4.6 | 940 | 3.5% | |
| 4.5 | 705 | 2.7% | |
| 4.4 | 1880 | 7.1% | |
| 4.3 | 940 | 3.5% | |
| 4.2 | 1410 | 5.3% |
rejection
Real number (ℝ≥0)
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.230088496 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2.5 |
| median | 3.5 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 1.068546933 |
|---|---|
| Coefficient of variation (CV) | 0.3308104202 |
| Kurtosis | -0.5260432424 |
| Mean | 3.230088496 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.4075624365 |
| Sum | 85775 |
| Variance | 1.141792547 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 4 | 5640 | 21.2% | |
| 3.5 | 5170 | 19.5% | |
| 3 | 3290 | 12.4% | |
| 2.5 | 3290 | 12.4% | |
| 2 | 2585 | 9.7% | |
| 4.5 | 2115 | 8.0% | |
| 5 | 1880 | 7.1% | |
| 1 | 1880 | 7.1% | |
| 1.5 | 705 | 2.7% |
| Value | Count | Frequency (%) | |
| 1 | 1880 | 7.1% | |
| 1.5 | 705 | 2.7% | |
| 2 | 2585 | 9.7% | |
| 2.5 | 3290 | 12.4% | |
| 3 | 3290 | 12.4% | |
| 3.5 | 5170 | 19.5% | |
| 4 | 5640 | 21.2% | |
| 4.5 | 2115 | 8.0% | |
| 5 | 1880 | 7.1% |
| Value | Count | Frequency (%) | |
| 5 | 1880 | 7.1% | |
| 4.5 | 2115 | 8.0% | |
| 4 | 5640 | 21.2% | |
| 3.5 | 5170 | 19.5% | |
| 3 | 3290 | 12.4% | |
| 2.5 | 3290 | 12.4% | |
| 2 | 2585 | 9.7% | |
| 1.5 | 705 | 2.7% | |
| 1 | 1880 | 7.1% |
coping_mad
Real number (ℝ≥0)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.014749263 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.666666667 |
| Q1 | 2.333333333 |
| median | 3 |
| Q3 | 3.666666667 |
| 95-th percentile | 4.333333333 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 1.333333333 |
Descriptive statistics
| Standard deviation | 0.8694575624 |
|---|---|
| Coefficient of variation (CV) | 0.2884012854 |
| Kurtosis | -0.7633235912 |
| Mean | 3.014749263 |
| Median Absolute Deviation (MAD) | 0.6666666667 |
| Skewness | -0.186054618 |
| Sum | 80056.66667 |
| Variance | 0.7559564529 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3.666666667 | 3995 | 15.0% | |
| 2.666666667 | 3995 | 15.0% | |
| 4 | 3525 | 13.3% | |
| 3.333333333 | 2820 | 10.6% | |
| 3 | 2820 | 10.6% | |
| 2.333333333 | 2585 | 9.7% | |
| 1.666666667 | 1880 | 7.1% | |
| 2 | 1880 | 7.1% | |
| 4.333333333 | 1410 | 5.3% | |
| 1.333333333 | 940 | 3.5% | |
| 4.666666667 | 235 | 0.9% | |
| 5 | 235 | 0.9% | |
| 1 | 235 | 0.9% |
| Value | Count | Frequency (%) | |
| 1 | 235 | 0.9% | |
| 1.333333333 | 940 | 3.5% | |
| 1.666666667 | 1880 | 7.1% | |
| 2 | 1880 | 7.1% | |
| 2.333333333 | 2585 | 9.7% | |
| 2.666666667 | 3995 | 15.0% | |
| 3 | 2820 | 10.6% | |
| 3.333333333 | 2820 | 10.6% | |
| 3.666666667 | 3995 | 15.0% | |
| 4 | 3525 | 13.3% |
| Value | Count | Frequency (%) | |
| 5 | 235 | 0.9% | |
| 4.666666667 | 235 | 0.9% | |
| 4.333333333 | 1410 | 5.3% | |
| 4 | 3525 | 13.3% | |
| 3.666666667 | 3995 | 15.0% | |
| 3.333333333 | 2820 | 10.6% | |
| 3 | 2820 | 10.6% | |
| 2.666666667 | 3995 | 15.0% | |
| 2.333333333 | 2585 | 9.7% | |
| 2 | 1880 | 7.1% |
coping_sad
Real number (ℝ≥0)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.203539823 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.333333333 |
| Q1 | 2.333333333 |
| median | 3.333333333 |
| Q3 | 4 |
| 95-th percentile | 4.666666667 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 1.666666667 |
Descriptive statistics
| Standard deviation | 1.014596849 |
|---|---|
| Coefficient of variation (CV) | 0.3167111711 |
| Kurtosis | -0.8203764099 |
| Mean | 3.203539823 |
| Median Absolute Deviation (MAD) | 0.6666666667 |
| Skewness | -0.24557106 |
| Sum | 85070 |
| Variance | 1.029406766 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 4 | 4465 | 16.8% | |
| 3.666666667 | 3290 | 12.4% | |
| 3.333333333 | 2820 | 10.6% | |
| 2.666666667 | 2820 | 10.6% | |
| 2 | 2585 | 9.7% | |
| 2.333333333 | 2115 | 8.0% | |
| 4.666666667 | 1880 | 7.1% | |
| 3 | 1645 | 6.2% | |
| 4.333333333 | 1410 | 5.3% | |
| 1.666666667 | 1175 | 4.4% | |
| 5 | 940 | 3.5% | |
| 1.333333333 | 705 | 2.7% | |
| 1 | 705 | 2.7% |
| Value | Count | Frequency (%) | |
| 1 | 705 | 2.7% | |
| 1.333333333 | 705 | 2.7% | |
| 1.666666667 | 1175 | 4.4% | |
| 2 | 2585 | 9.7% | |
| 2.333333333 | 2115 | 8.0% | |
| 2.666666667 | 2820 | 10.6% | |
| 3 | 1645 | 6.2% | |
| 3.333333333 | 2820 | 10.6% | |
| 3.666666667 | 3290 | 12.4% | |
| 4 | 4465 | 16.8% |
| Value | Count | Frequency (%) | |
| 5 | 940 | 3.5% | |
| 4.666666667 | 1880 | 7.1% | |
| 4.333333333 | 1410 | 5.3% | |
| 4 | 4465 | 16.8% | |
| 3.666666667 | 3290 | 12.4% | |
| 3.333333333 | 2820 | 10.6% | |
| 3 | 1645 | 6.2% | |
| 2.666666667 | 2820 | 10.6% | |
| 2.333333333 | 2115 | 8.0% | |
| 2 | 2585 | 9.7% |
coping_worried
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.510324484 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.666666667 |
| median | 2.666666667 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 1.333333333 |
Descriptive statistics
| Standard deviation | 0.8892297088 |
|---|---|
| Coefficient of variation (CV) | 0.354228991 |
| Kurtosis | -0.4979569626 |
| Mean | 2.510324484 |
| Median Absolute Deviation (MAD) | 0.6666666667 |
| Skewness | 0.1250096705 |
| Sum | 66661.66667 |
| Variance | 0.7907294751 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3 | 3995 | 15.0% | |
| 2.666666667 | 3290 | 12.4% | |
| 2.333333333 | 3290 | 12.4% | |
| 3.333333333 | 3055 | 11.5% | |
| 1.666666667 | 3055 | 11.5% | |
| 2 | 2820 | 10.6% | |
| 1 | 2350 | 8.8% | |
| 3.666666667 | 1645 | 6.2% | |
| 1.333333333 | 1410 | 5.3% | |
| 4.333333333 | 705 | 2.7% | |
| 4 | 705 | 2.7% | |
| 5 | 235 | 0.9% |
| Value | Count | Frequency (%) | |
| 1 | 2350 | 8.8% | |
| 1.333333333 | 1410 | 5.3% | |
| 1.666666667 | 3055 | 11.5% | |
| 2 | 2820 | 10.6% | |
| 2.333333333 | 3290 | 12.4% | |
| 2.666666667 | 3290 | 12.4% | |
| 3 | 3995 | 15.0% | |
| 3.333333333 | 3055 | 11.5% | |
| 3.666666667 | 1645 | 6.2% | |
| 4 | 705 | 2.7% |
| Value | Count | Frequency (%) | |
| 5 | 235 | 0.9% | |
| 4.333333333 | 705 | 2.7% | |
| 4 | 705 | 2.7% | |
| 3.666666667 | 1645 | 6.2% | |
| 3.333333333 | 3055 | 11.5% | |
| 3 | 3995 | 15.0% | |
| 2.666666667 | 3290 | 12.4% | |
| 2.333333333 | 3290 | 12.4% | |
| 2 | 2820 | 10.6% | |
| 1.666666667 | 3055 | 11.5% |
rsqanxiety
Real number (ℝ≥0)
| Distinct | 82 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.588495575 |
|---|---|
| Minimum | 1.5 |
| Maximum | 22.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 2.833333333 |
| Q1 | 5.833333333 |
| median | 8.666666667 |
| Q3 | 11 |
| 95-th percentile | 15.75 |
| Maximum | 22.5 |
| Range | 21 |
| Interquartile range (IQR) | 5.166666667 |
Descriptive statistics
| Standard deviation | 3.874980313 |
|---|---|
| Coefficient of variation (CV) | 0.451182664 |
| Kurtosis | 0.4652664245 |
| Mean | 8.588495575 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 0.5578614383 |
| Sum | 228067.5 |
| Variance | 15.01547243 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 9.833333333 | 1410 | 5.3% | |
| 8.916666667 | 1175 | 4.4% | |
| 7.166666667 | 705 | 2.7% | |
| 11 | 470 | 1.8% | |
| 9.333333333 | 470 | 1.8% | |
| 11.16666667 | 470 | 1.8% | |
| 8.083333333 | 470 | 1.8% | |
| 7.5 | 470 | 1.8% | |
| 10.66666667 | 470 | 1.8% | |
| 7.416666667 | 470 | 1.8% | |
| 4.666666667 | 470 | 1.8% | |
| 3.916666667 | 470 | 1.8% | |
| 12.25 | 470 | 1.8% | |
| 3.666666667 | 470 | 1.8% | |
| 6.75 | 470 | 1.8% | |
| 6.416666667 | 470 | 1.8% | |
| 4.333333333 | 470 | 1.8% | |
| 4.166666667 | 470 | 1.8% | |
| 6 | 470 | 1.8% | |
| 17.08333333 | 470 | 1.8% | |
| 2.833333333 | 470 | 1.8% | |
| 7 | 470 | 1.8% | |
| 9.166666667 | 470 | 1.8% | |
| 11.25 | 235 | 0.9% | |
| 1.916666667 | 235 | 0.9% | |
| Other values (57) | 13395 | 50.4% |
| Value | Count | Frequency (%) | |
| 1.5 | 235 | 0.9% | |
| 1.916666667 | 235 | 0.9% | |
| 2.166666667 | 235 | 0.9% | |
| 2.25 | 235 | 0.9% | |
| 2.5 | 235 | 0.9% | |
| 2.833333333 | 470 | 1.8% | |
| 3.166666667 | 235 | 0.9% | |
| 3.333333333 | 235 | 0.9% | |
| 3.583333333 | 235 | 0.9% | |
| 3.666666667 | 470 | 1.8% |
| Value | Count | Frequency (%) | |
| 22.5 | 235 | 0.9% | |
| 17.08333333 | 470 | 1.8% | |
| 16.5 | 235 | 0.9% | |
| 16.41666667 | 235 | 0.9% | |
| 15.75 | 235 | 0.9% | |
| 15.25 | 235 | 0.9% | |
| 14.75 | 235 | 0.9% | |
| 14.5 | 235 | 0.9% | |
| 14.33333333 | 235 | 0.9% | |
| 14.16666667 | 235 | 0.9% |
rsqanger
Real number (ℝ≥0)
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.892330383 |
|---|---|
| Minimum | 1.333333333 |
| Maximum | 15.33333333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 1.333333333 |
|---|---|
| 5-th percentile | 2.416666667 |
| Q1 | 3.666666667 |
| median | 4.916666667 |
| Q3 | 7.5 |
| 95-th percentile | 13.08333333 |
| Maximum | 15.33333333 |
| Range | 14 |
| Interquartile range (IQR) | 3.833333333 |
Descriptive statistics
| Standard deviation | 3.105658167 |
|---|---|
| Coefficient of variation (CV) | 0.5270678941 |
| Kurtosis | 0.8665536268 |
| Mean | 5.892330383 |
| Median Absolute Deviation (MAD) | 1.666666667 |
| Skewness | 1.155233562 |
| Sum | 156470.8333 |
| Variance | 9.645112649 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 9.833333333 | 940 | 3.5% | |
| 3.25 | 940 | 3.5% | |
| 3.666666667 | 940 | 3.5% | |
| 4.25 | 940 | 3.5% | |
| 3.5 | 705 | 2.7% | |
| 2.416666667 | 705 | 2.7% | |
| 5 | 705 | 2.7% | |
| 3.75 | 705 | 2.7% | |
| 4.416666667 | 705 | 2.7% | |
| 4.916666667 | 705 | 2.7% | |
| 5.75 | 705 | 2.7% | |
| 3.833333333 | 705 | 2.7% | |
| 4 | 705 | 2.7% | |
| 6.916666667 | 470 | 1.8% | |
| 4.666666667 | 470 | 1.8% | |
| 10 | 470 | 1.8% | |
| 6.416666667 | 470 | 1.8% | |
| 2.666666667 | 470 | 1.8% | |
| 2.75 | 470 | 1.8% | |
| 6.583333333 | 470 | 1.8% | |
| 3.166666667 | 470 | 1.8% | |
| 4.5 | 470 | 1.8% | |
| 8.416666667 | 470 | 1.8% | |
| 4.166666667 | 470 | 1.8% | |
| 7.333333333 | 470 | 1.8% | |
| Other values (46) | 10810 | 40.7% |
| Value | Count | Frequency (%) | |
| 1.333333333 | 235 | 0.9% | |
| 1.916666667 | 235 | 0.9% | |
| 2 | 235 | 0.9% | |
| 2.25 | 235 | 0.9% | |
| 2.416666667 | 705 | 2.7% | |
| 2.5 | 235 | 0.9% | |
| 2.583333333 | 235 | 0.9% | |
| 2.666666667 | 470 | 1.8% | |
| 2.75 | 470 | 1.8% | |
| 2.833333333 | 235 | 0.9% |
| Value | Count | Frequency (%) | |
| 15.33333333 | 235 | 0.9% | |
| 15.25 | 235 | 0.9% | |
| 14.33333333 | 235 | 0.9% | |
| 14.08333333 | 235 | 0.9% | |
| 13.66666667 | 235 | 0.9% | |
| 13.08333333 | 235 | 0.9% | |
| 12.66666667 | 235 | 0.9% | |
| 11.16666667 | 235 | 0.9% | |
| 10.83333333 | 235 | 0.9% | |
| 10 | 470 | 1.8% |
cdimean
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.232743363 |
|---|---|
| Minimum | 1 |
| Maximum | 2.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.1 |
| median | 1.2 |
| Q3 | 1.3 |
| 95-th percentile | 1.7 |
| Maximum | 2.7 |
| Range | 1.7 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.2611943274 |
|---|---|
| Coefficient of variation (CV) | 0.2118805384 |
| Kurtosis | 7.813934317 |
| Mean | 1.232743363 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 2.227023869 |
| Sum | 32735.5 |
| Variance | 0.06822247669 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1.1 | 6580 | 24.8% | |
| 1 | 6345 | 23.9% | |
| 1.2 | 5170 | 19.5% | |
| 1.4 | 2350 | 8.8% | |
| 1.3 | 1880 | 7.1% | |
| 1.6 | 1175 | 4.4% | |
| 1.5 | 1175 | 4.4% | |
| 1.7 | 940 | 3.5% | |
| 2.7 | 235 | 0.9% | |
| 1.8 | 235 | 0.9% | |
| 1.9 | 235 | 0.9% | |
| 2 | 235 | 0.9% |
| Value | Count | Frequency (%) | |
| 1 | 6345 | 23.9% | |
| 1.1 | 6580 | 24.8% | |
| 1.2 | 5170 | 19.5% | |
| 1.3 | 1880 | 7.1% | |
| 1.4 | 2350 | 8.8% | |
| 1.5 | 1175 | 4.4% | |
| 1.6 | 1175 | 4.4% | |
| 1.7 | 940 | 3.5% | |
| 1.8 | 235 | 0.9% | |
| 1.9 | 235 | 0.9% |
| Value | Count | Frequency (%) | |
| 2.7 | 235 | 0.9% | |
| 2 | 235 | 0.9% | |
| 1.9 | 235 | 0.9% | |
| 1.8 | 235 | 0.9% | |
| 1.7 | 940 | 3.5% | |
| 1.6 | 1175 | 4.4% | |
| 1.5 | 1175 | 4.4% | |
| 1.4 | 2350 | 8.8% | |
| 1.3 | 1880 | 7.1% | |
| 1.2 | 5170 | 19.5% |
moodgood
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.407079646 |
|---|---|
| Minimum | 2 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.061302962 |
|---|---|
| Coefficient of variation (CV) | 0.1962802531 |
| Kurtosis | -0.2753124766 |
| Mean | 5.407079646 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.5556909812 |
| Sum | 143585 |
| Variance | 1.126363976 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6 | 12220 | 46.0% | |
| 4 | 5875 | 22.1% | |
| 5 | 4700 | 17.7% | |
| 7 | 3055 | 11.5% | |
| 3 | 470 | 1.8% | |
| 2 | 235 | 0.9% |
| Value | Count | Frequency (%) | |
| 2 | 235 | 0.9% | |
| 3 | 470 | 1.8% | |
| 4 | 5875 | 22.1% | |
| 5 | 4700 | 17.7% | |
| 6 | 12220 | 46.0% | |
| 7 | 3055 | 11.5% |
| Value | Count | Frequency (%) | |
| 7 | 3055 | 11.5% | |
| 6 | 12220 | 46.0% | |
| 5 | 4700 | 17.7% | |
| 4 | 5875 | 22.1% | |
| 3 | 470 | 1.8% | |
| 2 | 235 | 0.9% |
moodhappy
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.132743363 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.237380065 |
|---|---|
| Coefficient of variation (CV) | 0.2410757712 |
| Kurtosis | -0.071495652 |
| Mean | 5.132743363 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.5893707904 |
| Sum | 136300 |
| Variance | 1.531109424 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6 | 10340 | 38.9% | |
| 4 | 6110 | 23.0% | |
| 5 | 4935 | 18.6% | |
| 7 | 2585 | 9.7% | |
| 3 | 2115 | 8.0% | |
| 2 | 235 | 0.9% | |
| 1 | 235 | 0.9% |
| Value | Count | Frequency (%) | |
| 1 | 235 | 0.9% | |
| 2 | 235 | 0.9% | |
| 3 | 2115 | 8.0% | |
| 4 | 6110 | 23.0% | |
| 5 | 4935 | 18.6% | |
| 6 | 10340 | 38.9% | |
| 7 | 2585 | 9.7% |
| Value | Count | Frequency (%) | |
| 7 | 2585 | 9.7% | |
| 6 | 10340 | 38.9% | |
| 5 | 4935 | 18.6% | |
| 4 | 6110 | 23.0% | |
| 3 | 2115 | 8.0% | |
| 2 | 235 | 0.9% | |
| 1 | 235 | 0.9% |
moodrelaxed
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.619469027 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.47139805 |
|---|---|
| Coefficient of variation (CV) | 0.3185210338 |
| Kurtosis | -0.9341278059 |
| Mean | 4.619469027 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.3431135151 |
| Sum | 122670 |
| Variance | 2.165012221 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6 | 8695 | 32.7% | |
| 3 | 6345 | 23.9% | |
| 5 | 4935 | 18.6% | |
| 4 | 3525 | 13.3% | |
| 7 | 1410 | 5.3% | |
| 2 | 1175 | 4.4% | |
| 1 | 470 | 1.8% |
| Value | Count | Frequency (%) | |
| 1 | 470 | 1.8% | |
| 2 | 1175 | 4.4% | |
| 3 | 6345 | 23.9% | |
| 4 | 3525 | 13.3% | |
| 5 | 4935 | 18.6% | |
| 6 | 8695 | 32.7% | |
| 7 | 1410 | 5.3% |
| Value | Count | Frequency (%) | |
| 7 | 1410 | 5.3% | |
| 6 | 8695 | 32.7% | |
| 5 | 4935 | 18.6% | |
| 4 | 3525 | 13.3% | |
| 3 | 6345 | 23.9% | |
| 2 | 1175 | 4.4% | |
| 1 | 470 | 1.8% |
stateanxiety
Real number (ℝ≥0)
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.42477876 |
|---|---|
| Minimum | 20 |
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 29 |
| median | 31 |
| Q3 | 33 |
| 95-th percentile | 42 |
| Maximum | 50 |
| Range | 30 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.851521774 |
|---|---|
| Coefficient of variation (CV) | 0.1543852325 |
| Kurtosis | 2.331904871 |
| Mean | 31.42477876 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.035026131 |
| Sum | 834485 |
| Variance | 23.53726352 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 30 | 3525 | 13.3% | |
| 31 | 3525 | 13.3% | |
| 28 | 3055 | 11.5% | |
| 29 | 2820 | 10.6% | |
| 32 | 2115 | 8.0% | |
| 34 | 1880 | 7.1% | |
| 33 | 1410 | 5.3% | |
| 26 | 1410 | 5.3% | |
| 27 | 1175 | 4.4% | |
| 38 | 1175 | 4.4% | |
| 35 | 940 | 3.5% | |
| 37 | 705 | 2.7% | |
| 20 | 470 | 1.8% | |
| 40 | 470 | 1.8% | |
| 43 | 470 | 1.8% | |
| 21 | 235 | 0.9% | |
| 24 | 235 | 0.9% | |
| 42 | 235 | 0.9% | |
| 50 | 235 | 0.9% | |
| 44 | 235 | 0.9% | |
| 47 | 235 | 0.9% |
| Value | Count | Frequency (%) | |
| 20 | 470 | 1.8% | |
| 21 | 235 | 0.9% | |
| 24 | 235 | 0.9% | |
| 26 | 1410 | 5.3% | |
| 27 | 1175 | 4.4% | |
| 28 | 3055 | 11.5% | |
| 29 | 2820 | 10.6% | |
| 30 | 3525 | 13.3% | |
| 31 | 3525 | 13.3% | |
| 32 | 2115 | 8.0% |
| Value | Count | Frequency (%) | |
| 50 | 235 | 0.9% | |
| 47 | 235 | 0.9% | |
| 44 | 235 | 0.9% | |
| 43 | 470 | 1.8% | |
| 42 | 235 | 0.9% | |
| 40 | 470 | 1.8% | |
| 38 | 1175 | 4.4% | |
| 37 | 705 | 2.7% | |
| 35 | 940 | 3.5% | |
| 34 | 1880 | 7.1% |
traitanxiety
Real number (ℝ≥0)
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.99115044 |
|---|---|
| Minimum | 22 |
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 207.6 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 30 |
| median | 35 |
| Q3 | 42 |
| 95-th percentile | 50 |
| Maximum | 60 |
| Range | 38 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.238308937 |
|---|---|
| Coefficient of variation (CV) | 0.2288981829 |
| Kurtosis | -0.3881852794 |
| Mean | 35.99115044 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.403145206 |
| Sum | 955745 |
| Variance | 67.86973414 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 32 | 2350 | 8.8% | |
| 38 | 1880 | 7.1% | |
| 33 | 1410 | 5.3% | |
| 30 | 1175 | 4.4% | |
| 34 | 1175 | 4.4% | |
| 36 | 1175 | 4.4% | |
| 43 | 1175 | 4.4% | |
| 31 | 1175 | 4.4% | |
| 26 | 1175 | 4.4% | |
| 41 | 940 | 3.5% | |
| 49 | 940 | 3.5% | |
| 35 | 940 | 3.5% | |
| 37 | 940 | 3.5% | |
| 24 | 940 | 3.5% | |
| 44 | 940 | 3.5% | |
| 42 | 940 | 3.5% | |
| 22 | 705 | 2.7% | |
| 28 | 705 | 2.7% | |
| 25 | 705 | 2.7% | |
| 47 | 705 | 2.7% | |
| 27 | 470 | 1.8% | |
| 23 | 470 | 1.8% | |
| 40 | 470 | 1.8% | |
| 51 | 470 | 1.8% | |
| 29 | 470 | 1.8% | |
| Other values (7) | 2115 | 8.0% |
| Value | Count | Frequency (%) | |
| 22 | 705 | 2.7% | |
| 23 | 470 | 1.8% | |
| 24 | 940 | 3.5% | |
| 25 | 705 | 2.7% | |
| 26 | 1175 | 4.4% | |
| 27 | 470 | 1.8% | |
| 28 | 705 | 2.7% | |
| 29 | 470 | 1.8% | |
| 30 | 1175 | 4.4% | |
| 31 | 1175 | 4.4% |
| Value | Count | Frequency (%) | |
| 60 | 235 | 0.9% | |
| 55 | 235 | 0.9% | |
| 54 | 235 | 0.9% | |
| 51 | 470 | 1.8% | |
| 50 | 235 | 0.9% | |
| 49 | 940 | 3.5% | |
| 48 | 470 | 1.8% | |
| 47 | 705 | 2.7% | |
| 46 | 235 | 0.9% | |
| 45 | 470 | 1.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| id | sex | mos | yrs | age | label_enc | Avg_deg | gender | peermindset | persmindset | needforapproval | needforbelonging | rejection | coping_mad | coping_sad | coping_worried | rsqanxiety | rsqanger | cdimean | moodgood | moodhappy | moodrelaxed | stateanxiety | traitanxiety | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 102_9a | female | 110.3 | 9.14 | 9 | 0 | 0.0 | female | 1.67 | 1.0 | 3.75 | 3.7 | 4.0 | 4.0 | 5.0 | 3.0 | 7.17 | 4.67 | 1.0 | 7 | 6 | 7 | 27 | 31 |
| 1 | 102_9a | female | 110.3 | 9.14 | 9 | 1 | 0.0 | female | 1.67 | 1.0 | 3.75 | 3.7 | 4.0 | 4.0 | 5.0 | 3.0 | 7.17 | 4.67 | 1.0 | 7 | 6 | 7 | 27 | 31 |
| 2 | 102_9a | female | 110.3 | 9.14 | 9 | 2 | 0.0 | female | 1.67 | 1.0 | 3.75 | 3.7 | 4.0 | 4.0 | 5.0 | 3.0 | 7.17 | 4.67 | 1.0 | 7 | 6 | 7 | 27 | 31 |
| 3 | 102_9a | female | 110.3 | 9.14 | 9 | 3 | 0.0 | female | 1.67 | 1.0 | 3.75 | 3.7 | 4.0 | 4.0 | 5.0 | 3.0 | 7.17 | 4.67 | 1.0 | 7 | 6 | 7 | 27 | 31 |
| 4 | 102_9a | female | 110.3 | 9.14 | 9 | 4 | 0.0 | female | 1.67 | 1.0 | 3.75 | 3.7 | 4.0 | 4.0 | 5.0 | 3.0 | 7.17 | 4.67 | 1.0 | 7 | 6 | 7 | 27 | 31 |
| 5 | 102_9a | female | 110.3 | 9.14 | 9 | 5 | 0.0 | female | 1.67 | 1.0 | 3.75 | 3.7 | 4.0 | 4.0 | 5.0 | 3.0 | 7.17 | 4.67 | 1.0 | 7 | 6 | 7 | 27 | 31 |
| 6 | 102_9a | female | 110.3 | 9.14 | 9 | 6 | 0.0 | female | 1.67 | 1.0 | 3.75 | 3.7 | 4.0 | 4.0 | 5.0 | 3.0 | 7.17 | 4.67 | 1.0 | 7 | 6 | 7 | 27 | 31 |
| 7 | 102_9a | female | 110.3 | 9.14 | 9 | 7 | 0.0 | female | 1.67 | 1.0 | 3.75 | 3.7 | 4.0 | 4.0 | 5.0 | 3.0 | 7.17 | 4.67 | 1.0 | 7 | 6 | 7 | 27 | 31 |
| 8 | 102_9a | female | 110.3 | 9.14 | 9 | 8 | 0.0 | female | 1.67 | 1.0 | 3.75 | 3.7 | 4.0 | 4.0 | 5.0 | 3.0 | 7.17 | 4.67 | 1.0 | 7 | 6 | 7 | 27 | 31 |
| 9 | 102_9a | female | 110.3 | 9.14 | 9 | 9 | 0.0 | female | 1.67 | 1.0 | 3.75 | 3.7 | 4.0 | 4.0 | 5.0 | 3.0 | 7.17 | 4.67 | 1.0 | 7 | 6 | 7 | 27 | 31 |
Last rows
| id | sex | mos | yrs | age | label_enc | Avg_deg | gender | peermindset | persmindset | needforapproval | needforbelonging | rejection | coping_mad | coping_sad | coping_worried | rsqanxiety | rsqanger | cdimean | moodgood | moodhappy | moodrelaxed | stateanxiety | traitanxiety | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 26545 | 531_17a | male | 206.71 | 17.12 | 17 | 225 | 96.51 | male | 3.42 | 2.0 | 3.5 | 2.8 | 2.5 | 2.0 | 2.33 | 2.33 | 7.5 | 3.08 | 1.1 | 6 | 6 | 3 | 30 | 28 |
| 26546 | 531_17a | male | 206.71 | 17.12 | 17 | 226 | 98.15 | male | 3.42 | 2.0 | 3.5 | 2.8 | 2.5 | 2.0 | 2.33 | 2.33 | 7.5 | 3.08 | 1.1 | 6 | 6 | 3 | 30 | 28 |
| 26547 | 531_17a | male | 206.71 | 17.12 | 17 | 227 | 97.72 | male | 3.42 | 2.0 | 3.5 | 2.8 | 2.5 | 2.0 | 2.33 | 2.33 | 7.5 | 3.08 | 1.1 | 6 | 6 | 3 | 30 | 28 |
| 26548 | 531_17a | male | 206.71 | 17.12 | 17 | 228 | 97.98 | male | 3.42 | 2.0 | 3.5 | 2.8 | 2.5 | 2.0 | 2.33 | 2.33 | 7.5 | 3.08 | 1.1 | 6 | 6 | 3 | 30 | 28 |
| 26549 | 531_17a | male | 206.71 | 17.12 | 17 | 229 | 96.59 | male | 3.42 | 2.0 | 3.5 | 2.8 | 2.5 | 2.0 | 2.33 | 2.33 | 7.5 | 3.08 | 1.1 | 6 | 6 | 3 | 30 | 28 |
| 26550 | 531_17a | male | 206.71 | 17.12 | 17 | 230 | 97.37 | male | 3.42 | 2.0 | 3.5 | 2.8 | 2.5 | 2.0 | 2.33 | 2.33 | 7.5 | 3.08 | 1.1 | 6 | 6 | 3 | 30 | 28 |
| 26551 | 531_17a | male | 206.71 | 17.12 | 17 | 231 | 98.00 | male | 3.42 | 2.0 | 3.5 | 2.8 | 2.5 | 2.0 | 2.33 | 2.33 | 7.5 | 3.08 | 1.1 | 6 | 6 | 3 | 30 | 28 |
| 26552 | 531_17a | male | 206.71 | 17.12 | 17 | 232 | 95.53 | male | 3.42 | 2.0 | 3.5 | 2.8 | 2.5 | 2.0 | 2.33 | 2.33 | 7.5 | 3.08 | 1.1 | 6 | 6 | 3 | 30 | 28 |
| 26553 | 531_17a | male | 206.71 | 17.12 | 17 | 233 | 96.83 | male | 3.42 | 2.0 | 3.5 | 2.8 | 2.5 | 2.0 | 2.33 | 2.33 | 7.5 | 3.08 | 1.1 | 6 | 6 | 3 | 30 | 28 |
| 26554 | 531_17a | male | 206.71 | 17.12 | 17 | 234 | 98.70 | male | 3.42 | 2.0 | 3.5 | 2.8 | 2.5 | 2.0 | 2.33 | 2.33 | 7.5 | 3.08 | 1.1 | 6 | 6 | 3 | 30 | 28 |